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Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries

Yıl 2024, Cilt: 2024 Sayı: 1, 32 - 48, 30.04.2024
https://doi.org/10.56337/sbm.1435866

Öz

Africa consists of countries that are primarily dependent on fossil fuels for energy but have significant potential in many types of renewable energy. Therefore, the study investigates the factors affecting the use of renewable energy in 15 African countries in the context of panel data analysis over the period of 1980-2018. Cointegration analysis of variables is carried out using Kao, Pedroni, and Westerlund techniques, and Driscoll-Kraay and FGLS estimation methods examine long-term coefficients. The findings point out a cointegration between the variables. While economic growth, FDI, and trade openness support renewable energy use, financial development and natural resources hinder it. The findings also indicate a two-way causality between all independent variables and renewable energy use. The study will be able to put forward some policy suggestions that can improve the renewable energy sector in African countries.

Kaynakça

  • Ahmadov, A., & Borg, C. (2019). Do natural resources impede renewable energy production in the EU? A mixed-methods analysis. Energy Policy, 126, 361-369. https://doi.org/10.1016/j.enpol.2018.11.044
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  • Akpanke, T., Deka, A., Ozdeser, H., & Seraj, M. (2023). Does foreign direct investment promote renewable energy use? An insight from West African countries. Renewable Energy Focus, 44, 124-131. https://doi.org/10.1016/j.ref.2022.11.007
  • Alexiou, C. (2023). Gauging the impact of the strength of patent systems on renewable energy consumption. Renewable Energy, 210, 431-439. https://doi.org/10.1016/j.renene.2023.04.086
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  • Anton, S. G., & Nucu, A.E.A. (2020). The effect of financial development on renewable energy consumption. A panel data approach. Renewable Energy, 147 330-338. https://doi.org/10.1016/j.renene.2019.09.005
  • Apergis, N., & Payne, J. (2010). The emissions, energy consumption, and growth nexus: Evidence from the Commonwealth of Independent States. Energy Policy, 38, 650-655. https://doi.org/10.1016/j.enpol.2009.08.029
  • Bildirici, M. E. (2013). Economic growth and biomass energy. Biomass and Bioenergy, 50, 19-24. https://doi.org/10.1016/j.biombioe.2012.09.055
  • Breusch, T. S., & Pagan, A.R. (1980). The lagrange multiplier test and its application to model specification in econometrics. Review of Economic Studies, 47, 239-253. https://doi.org/10.2307/2297111
  • British Petrol (2022). Statistical review of world energy-2022. 71st edition.
  • Chang, S. (2015). Effects of financial developments and income on energy consumption. International Review of Economics & Finance, 35, 28-44. https://doi.org/10.1016/j.iref.2014.08.011
  • Chau, K., Moslehpour, M., Tu, Y., Tai, N., Tien, N., & Huy. P. (2022). Exploring the impact of green energy and consumption on the sustainability of natural resources: Empirical evidence from G7 countries. Renewable Energy, 196, 1241-1249. https://doi.org/10.1016/j.renene.2022.07.085
  • Chau, K.Y., Sadiq, M., & Chien, F.S. (2023). The role of natural resources and eco-financing in producing renewable energy and carbon neutrality: Evidence from ten Asian countries. Resources Policy, 85, 103846. https://doi.org/10.1016/j.resourpol.2023.103846
  • Chen, C., Pinar, M., & Stengos, T. (2021). Determinants of renewable energy consumption: Importance of democratic institutions. Renewable Energy, 179, 75-83. https://doi.org/10.1016/j.renene.2021.07.030
  • Chen, Y., Mamon, R., Spagnolo, F., & Spagnolo, N. (2022). Renewable energy and economic growth: A Markov-switching approach. Energy Resources, 244, 123089. https://doi.org/10.1016/j.energy.2021.123089
  • Coban, S., & Topcu, M. (2013). The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis. Energy Economics, 39, 81-88. https://doi.org/10.1016/j.eneco.2013.04.001
  • Cole, M. A. (2006). Does trade liberalization increase national energy use? Economics Letters, 92, 108-112. https://doi.org/10.1016/j.econlet.2006.01.018.
  • Destek, M. A. (2018). Financial development and energy consumption nexus in emerging economies. Energy Sources Part B Economic Planning Policy, 13, 76-81. https://doi.org/10.1080/15567249.2017.1405106
  • Dingru, L., Onifade, S.T., Ramzan, M., & Al-Faryan, M.A.S. (2023). Environmental perspectives on the impacts of trade and natural resources on renewable energy utilization in Sub-Saharan Africa: Accounting for FDI, income, and urbanization trends. Resources Policy, 80, 103204. https://doi.org/10.1016/j.resourpol.2022.103204
  • Dogan, E., & Seker, F. (2016) Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy. Renewable Energy, 94, 429-439. https://doi.org/10.1016/j.renene.2016.03.078
  • Driscoll, J., & Kraay, A.C. (1998). Consistent covariance matrix estimation with spatially dependent data. Review of Economics and Statistics, 80, 549-560. https://www.jstor.org/stable/2646837
  • Dumitrescu, E. I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29, 1450-1460. https://doi.org/10.1016/j.econmod.2012.02.014
  • Han, Z., Zakari, A., Youn, I., & Tawiah, V. (2023). The impact of natural resources on renewable energy consumption. Resources Policy, 83, 103692. https://doi.org/10.1016/j.resourpol.2023.103692
  • Hassan, M., Kouzez, M., Lee, J. Y., Msolli, B., & Rjiba, H. (2024). Does increasing environmental policy stringency enhance renewable energy consumption in OECD countries? Energy Economics, 129, 107198. https://doi.org/10.1016/j.eneco.2023.107198
  • Hoa, P. X., Xuan, V. N., & Thu, N.T.P. (2023). Determinants of the renewable energy consumption: The case of Asian countries. Heliyon, 9(12), e22696. https://doi.org/10.1016/j.heliyon.2023.e22696
  • Houssain, M. D. S. (2011). Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy, 39, 6991-6999. https://doi.org/10.1016/j.enpol.2011.07.042
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Afrika Ülkelerinde Yenilenebilir Enerji Tüketiminin Belirleyicileri Üzerine Panel Veri Analizi

Yıl 2024, Cilt: 2024 Sayı: 1, 32 - 48, 30.04.2024
https://doi.org/10.56337/sbm.1435866

Öz

Afrika, enerji açısından büyük ölçüde fosil yakıtlara bağımlı olan ancak birçok yenilenebilir enerji türünde önemli potansiyele sahip ülkelerden oluşmaktadır. Bu nedenle çalışmada Afrika ülkelerinde yenilenebilir enerji kullanımını etkileyen faktörler panel veri analizi bağlamında araştırılmaktadır. Değişkenlerin eşbütünleşme analizi Kao, Pedroni ve Westerlund teknikleri ile yapılmakta olup, uzun dönem katsayıları Driscoll-Kraay ve FGLS tahmin yöntemleri ile incelenmektedir. Bulgular değişkenler arasında eşbütünleşme olduğuna işaret etmektedir. Ekonomik büyüme, doğrudan yabancı yatırım ve ticari açıklık yenilenebilir enerji kullanımını desteklerken, finansal gelişme ve doğal kaynaklar bunu engellemektedir. Bulgular ayrıca tüm bağımsız değişkenler ile yenilenebilir enerji kullanımı arasında iki yönlü bir nedenselliğe işaret etmektedir. Çalışma Afrika ülkelerinde yenilenebilir enerji sektörünü geliştirebilecek bazı politika önerileri ortaya koyabilecektir.

Kaynakça

  • Ahmadov, A., & Borg, C. (2019). Do natural resources impede renewable energy production in the EU? A mixed-methods analysis. Energy Policy, 126, 361-369. https://doi.org/10.1016/j.enpol.2018.11.044
  • Akdeniz, A., Kumral, N., Akseki, U., & Gök, B. (2024). Intersectoral interdependence of the Kyrgyz Republic’s economy. Journal of Economics Business and Political Researches, 9(23), 182-201. https://doi.org/10.25204/iktisad.1406034
  • Akpanke, T., Deka, A., Ozdeser, H., & Seraj, M. (2023). Does foreign direct investment promote renewable energy use? An insight from West African countries. Renewable Energy Focus, 44, 124-131. https://doi.org/10.1016/j.ref.2022.11.007
  • Alexiou, C. (2023). Gauging the impact of the strength of patent systems on renewable energy consumption. Renewable Energy, 210, 431-439. https://doi.org/10.1016/j.renene.2023.04.086
  • Alssadek, M., & Benhin, J. (2021). Oil boom, exchange rate, and sectoral output: An empirical analysis of Dutch disease in oil-rich countries. Resources Policy, 74, 102362. https://doi.org/10.1016/j.resourpol.2021.102362
  • Anton, S. G., & Nucu, A.E.A. (2020). The effect of financial development on renewable energy consumption. A panel data approach. Renewable Energy, 147 330-338. https://doi.org/10.1016/j.renene.2019.09.005
  • Apergis, N., & Payne, J. (2010). The emissions, energy consumption, and growth nexus: Evidence from the Commonwealth of Independent States. Energy Policy, 38, 650-655. https://doi.org/10.1016/j.enpol.2009.08.029
  • Bildirici, M. E. (2013). Economic growth and biomass energy. Biomass and Bioenergy, 50, 19-24. https://doi.org/10.1016/j.biombioe.2012.09.055
  • Breusch, T. S., & Pagan, A.R. (1980). The lagrange multiplier test and its application to model specification in econometrics. Review of Economic Studies, 47, 239-253. https://doi.org/10.2307/2297111
  • British Petrol (2022). Statistical review of world energy-2022. 71st edition.
  • Chang, S. (2015). Effects of financial developments and income on energy consumption. International Review of Economics & Finance, 35, 28-44. https://doi.org/10.1016/j.iref.2014.08.011
  • Chau, K., Moslehpour, M., Tu, Y., Tai, N., Tien, N., & Huy. P. (2022). Exploring the impact of green energy and consumption on the sustainability of natural resources: Empirical evidence from G7 countries. Renewable Energy, 196, 1241-1249. https://doi.org/10.1016/j.renene.2022.07.085
  • Chau, K.Y., Sadiq, M., & Chien, F.S. (2023). The role of natural resources and eco-financing in producing renewable energy and carbon neutrality: Evidence from ten Asian countries. Resources Policy, 85, 103846. https://doi.org/10.1016/j.resourpol.2023.103846
  • Chen, C., Pinar, M., & Stengos, T. (2021). Determinants of renewable energy consumption: Importance of democratic institutions. Renewable Energy, 179, 75-83. https://doi.org/10.1016/j.renene.2021.07.030
  • Chen, Y., Mamon, R., Spagnolo, F., & Spagnolo, N. (2022). Renewable energy and economic growth: A Markov-switching approach. Energy Resources, 244, 123089. https://doi.org/10.1016/j.energy.2021.123089
  • Coban, S., & Topcu, M. (2013). The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis. Energy Economics, 39, 81-88. https://doi.org/10.1016/j.eneco.2013.04.001
  • Cole, M. A. (2006). Does trade liberalization increase national energy use? Economics Letters, 92, 108-112. https://doi.org/10.1016/j.econlet.2006.01.018.
  • Destek, M. A. (2018). Financial development and energy consumption nexus in emerging economies. Energy Sources Part B Economic Planning Policy, 13, 76-81. https://doi.org/10.1080/15567249.2017.1405106
  • Dingru, L., Onifade, S.T., Ramzan, M., & Al-Faryan, M.A.S. (2023). Environmental perspectives on the impacts of trade and natural resources on renewable energy utilization in Sub-Saharan Africa: Accounting for FDI, income, and urbanization trends. Resources Policy, 80, 103204. https://doi.org/10.1016/j.resourpol.2022.103204
  • Dogan, E., & Seker, F. (2016) Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy. Renewable Energy, 94, 429-439. https://doi.org/10.1016/j.renene.2016.03.078
  • Driscoll, J., & Kraay, A.C. (1998). Consistent covariance matrix estimation with spatially dependent data. Review of Economics and Statistics, 80, 549-560. https://www.jstor.org/stable/2646837
  • Dumitrescu, E. I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29, 1450-1460. https://doi.org/10.1016/j.econmod.2012.02.014
  • Han, Z., Zakari, A., Youn, I., & Tawiah, V. (2023). The impact of natural resources on renewable energy consumption. Resources Policy, 83, 103692. https://doi.org/10.1016/j.resourpol.2023.103692
  • Hassan, M., Kouzez, M., Lee, J. Y., Msolli, B., & Rjiba, H. (2024). Does increasing environmental policy stringency enhance renewable energy consumption in OECD countries? Energy Economics, 129, 107198. https://doi.org/10.1016/j.eneco.2023.107198
  • Hoa, P. X., Xuan, V. N., & Thu, N.T.P. (2023). Determinants of the renewable energy consumption: The case of Asian countries. Heliyon, 9(12), e22696. https://doi.org/10.1016/j.heliyon.2023.e22696
  • Houssain, M. D. S. (2011). Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy, 39, 6991-6999. https://doi.org/10.1016/j.enpol.2011.07.042
  • Iqbal, S., Wang, Y., Ali, S., Amin, N., & Kausaret, S. (2023). Asymmetric determinants of renewable energy production in Pakistan: Do economic development, environmental technology, and financial development matter? Journal of the Knowledge Economy, https://doi.org/10.1007/s13132-023-01309-6
  • Islam, M.M., Irfan, M., Shahbaz, M., & Vo, X.V. (2022). Renewable and non-renewable energy consumption in Bangladesh: The relative influencing profiles of economic factors, urbanization, physical infrastructure and institutional quality. Renewable Energy, 184, 1130-1149. https://doi.org/10.1016/j.renene.2021.12.020
  • Jaiswal, K.K., Chowdhury, C.R., Yadav, D., Verma, R., Dutta, S., Jaiswal, K.S., Sangmesh, B., & Karuppasamy, K.S.K. (2022). Renewable and sustainable clean energy development and impact on social, economic, and environmental health. Energy Nexus, 7, 100118. https://doi.org/10.1016/j.nexus.2022.100118
  • Kao, C. (1999). Spurious regression and residual-based tests for co-integration in panel data. Journal of Econometrics, 90(1), 1-44. https://doi.org/10.1016/S0304-4076(98)00023-2.
  • Khan, A., Hussain, J., Bano, S., & Chenggang, Y. (2020). The repercussions of foreign direct investment, renewable energy and health expenditure on environmental decay? An econometric analysis of BRI countries. Journal of Environmental Planning and Management, 63(11), 1965-1986. https://doi.org/10.1080/09640568.2019.1692796
  • Khandker, L.L., Amin, S. B., & Khan, F. (2018). Renewable energy consumption and foreign direct investment: Reports from Bangladesh. Journal of Accounting, Finance and Economics, 8(3), 72-87. https://zantworldpress.com/wp-content/uploads/2018/10/5.-Lamia.pdf
  • Lean, H., & Smyth, R. (2014). Disaggregated energy demand by fuel type and economic growth in Malaysia. Applied Energy, 132, 168-177. https://doi.org/10.1016/j.apenergy.2014.06.071
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  • Ma, Q., Li, S., Aslam, M., Ali, N., & Alamri, A.M. (2023). Extraction of natural resources and sustainable renewable energy: COP26 target in the context of financial inclusion. Resources Policy, 82, 103466. https://doi.org/10.1016/j.resourpol.2023.103466.
  • Majeed, A., Wang, L., Zhang, X., & Kirikkaleli, D. (2021). Modeling the dynamic links among natural resources, economic globalization, disaggregated energy consumption, and environmental quality: Fresh evidence from GCC economies. Resources Policy, 73, 102204. https://doi.org/10.1016/j.resourpol.2021.102204
  • Miller, R. E., & Blair, P.D. (2009). Input-output analysis: foundations and extensions. Second Edition, Cambridge University Press.
  • Narayan, S. (2016). Predictability within the energy consumption–economic growth nexus: Some evidence from income and regional groups. Economic Modelling, 54, 515-521. https://doi.org/10.1016/j.econmod.2015.12.037
  • Nchofoung, T. N., Fotio, H. K., & Miamo, C.W. (2023). Green taxation and renewable energy technologies adoption: A global evidence. Renewable Energy Focus, 44, 334-343. https://doi.org/10.1016/j.ref.2023.01.010
  • Ocal, O., & Aslan, A. (2013). Renewable energy consumption-economic growth nexus in Turkey. Renewable and Sustainable Energy Reviews, 28, 494-499. https://doi.org/10.1016/j.rser.2013.08.036
  • Paramati, S. R., Ummalla, M., & Apergis, N. (2016). The effect of foreign direct Investment and stock market growth on clean energy use across a panel of emerging market economies. Energy Economics, 56, 29-41. https://doi.org/10.1016/j.eneco.2016.02.008
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  • Sari, R., Ewing, B., & Soytas, U. (2008). The relationship between disaggregate energy consumption and industrial production in the United States: An ARDL approach. Energy Economics, 30, 2302-2313. https://doi.org/10.1016/j.eneco.2007.10.002
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  • Vural, G. (2021). Analyzing the impacts of economic growth, pollution, technological innovation and trade on renewable energy production in selected Latin American countries. Renewable Energy, 171, 210-216. https://doi.org/10.1016/j.renene.2021.02.072
  • Wang, E., Gozgor, G., Mahalik, M. K., Patel, G., & Hu, G. (2022a). Effects of institutional quality and political risk on the renewable energy consumption in the OECD countries. Resources Policy, 79, 103041. https://doi.org/10.1016/j.resourpol.2022.103041
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Toplam 69 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Makroekonomik Teori, Kalkınma Ekonomisi - Makro, Uluslararası Finans, Sürdürülebilir Kalkınma
Bölüm 2024(1) Makaleler
Yazarlar

İbrahim Abdiwahab Adem Bu kişi benim 0000-0002-2018-0948

Murat Çetin 0000-0002-7886-4162

Erken Görünüm Tarihi 30 Nisan 2024
Yayımlanma Tarihi 30 Nisan 2024
Gönderilme Tarihi 12 Şubat 2024
Kabul Tarihi 15 Nisan 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 2024 Sayı: 1

Kaynak Göster

APA Adem, İ. A., & Çetin, M. (2024). Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries. Sosyal Bilimler Metinleri, 2024(1), 32-48. https://doi.org/10.56337/sbm.1435866
AMA Adem İA, Çetin M. Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries. Sosyal Bilimler Metinleri. Nisan 2024;2024(1):32-48. doi:10.56337/sbm.1435866
Chicago Adem, İbrahim Abdiwahab, ve Murat Çetin. “Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries”. Sosyal Bilimler Metinleri 2024, sy. 1 (Nisan 2024): 32-48. https://doi.org/10.56337/sbm.1435866.
EndNote Adem İA, Çetin M (01 Nisan 2024) Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries. Sosyal Bilimler Metinleri 2024 1 32–48.
IEEE İ. A. Adem ve M. Çetin, “Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries”, Sosyal Bilimler Metinleri, c. 2024, sy. 1, ss. 32–48, 2024, doi: 10.56337/sbm.1435866.
ISNAD Adem, İbrahim Abdiwahab - Çetin, Murat. “Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries”. Sosyal Bilimler Metinleri 2024/1 (Nisan 2024), 32-48. https://doi.org/10.56337/sbm.1435866.
JAMA Adem İA, Çetin M. Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries. Sosyal Bilimler Metinleri. 2024;2024:32–48.
MLA Adem, İbrahim Abdiwahab ve Murat Çetin. “Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries”. Sosyal Bilimler Metinleri, c. 2024, sy. 1, 2024, ss. 32-48, doi:10.56337/sbm.1435866.
Vancouver Adem İA, Çetin M. Panel Data Analysis on the Determinants of Renewable Energy Consumption in African Countries. Sosyal Bilimler Metinleri. 2024;2024(1):32-48.